Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: NMT2

Gene summary for NMT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NMT2

Gene ID

9397

Gene nameN-myristoyltransferase 2
Gene AliasNMT2
Cytomap10p13
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

B3KT39


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
9397NMT2NAFLD1HumanLiverNAFLD7.50e-087.26e-01-0.04
9397NMT2HCC1_MengHumanLiverHCC8.08e-05-1.78e-010.0246
9397NMT2HCC2_MengHumanLiverHCC1.47e-08-1.32e-010.0107
9397NMT2HCC1HumanLiverHCC4.92e-224.41e+000.5336
9397NMT2HCC2HumanLiverHCC1.25e-293.70e+000.5341
9397NMT2HCC5HumanLiverHCC7.48e-192.84e+000.4932
9397NMT2Pt13.bHumanLiverHCC9.11e-04-1.66e-020.0251
9397NMT2Pt14.bHumanLiverHCC3.07e-021.74e-010.018
9397NMT2S014HumanLiverHCC1.10e-022.50e-010.2254
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00160327LiverNAFLDviral process80/1882415/187237.71e-091.07e-0680
GO:00190587LiverNAFLDviral life cycle57/1882317/187231.00e-053.18e-0457
GO:00712145LiverNAFLDcellular response to abiotic stimulus56/1882331/187237.01e-051.47e-0356
GO:01040045LiverNAFLDcellular response to environmental stimulus56/1882331/187237.01e-051.47e-0356
GO:0043543LiverNAFLDprotein acylation43/1882243/187231.70e-043.07e-0343
GO:00714783LiverNAFLDcellular response to radiation33/1882186/187238.76e-041.07e-0233
GO:001603222LiverHCCviral process286/7958415/187234.41e-281.86e-25286
GO:001905822LiverHCCviral life cycle209/7958317/187232.05e-172.09e-15209
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:00421571LiverHCClipoprotein metabolic process86/7958135/187235.21e-078.38e-0686
GO:007121421LiverHCCcellular response to abiotic stimulus183/7958331/187231.59e-062.26e-05183
GO:010400421LiverHCCcellular response to environmental stimulus183/7958331/187231.59e-062.26e-05183
GO:00714782LiverHCCcellular response to radiation104/7958186/187231.48e-041.19e-03104
GO:00421581LiverHCClipoprotein biosynthetic process58/795896/187232.99e-042.13e-0358
GO:0044766LiverHCCmulti-organism transport17/795821/187233.71e-042.56e-0317
GO:1902579LiverHCCmulti-organism localization17/795821/187233.71e-042.56e-0317
GO:00064971LiverHCCprotein lipidation55/795892/187236.12e-043.82e-0355
GO:0046794LiverHCCtransport of virus15/795819/187231.36e-037.28e-0315
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
GO:0075733LiverHCCintracellular transport of virus9/795811/187239.51e-033.60e-029
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
NMT2SNVMissense_Mutationnovelc.100C>Ap.His34Asnp.H34NO60551protein_codingtolerated_low_confidence(0.06)benign(0.05)TCGA-A8-A09N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
NMT2SNVMissense_Mutationc.1415N>Cp.Gly472Alap.G472AO60551protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
NMT2SNVMissense_Mutationc.1008N>Cp.Lys336Asnp.K336NO60551protein_codingtolerated(0.08)possibly_damaging(0.812)TCGA-EW-A1P4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
NMT2insertionIn_Frame_Insnovelc.825_826insTCTAATAAGCATCCATTCAAAp.Leu275_Glu276insSerAsnLysHisProPheLysp.L275_E276insSNKHPFKO60551protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
NMT2deletionFrame_Shift_Delnovelc.728delAp.Lys243ArgfsTer3p.K243Rfs*3O60551protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NMT2SNVMissense_Mutationrs765714868c.1211C>Tp.Thr404Metp.T404MO60551protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NMT2SNVMissense_Mutationc.1371N>Cp.Leu457Phep.L457FO60551protein_codingdeleterious(0)probably_damaging(1)TCGA-FU-A5XV-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
NMT2SNVMissense_Mutationc.1356C>Gp.Phe452Leup.F452LO60551protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
NMT2SNVMissense_Mutationc.1087C>Ap.His363Asnp.H363NO60551protein_codingtolerated(0.57)benign(0.007)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
NMT2SNVMissense_Mutationc.395N>Cp.Glu132Alap.E132AO60551protein_codingdeleterious(0.03)possibly_damaging(0.838)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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